§ The result
4 points separate Prevue HR and ZipRecruiter.
Prevue HR holds a 4-point edge over ZipRecruiter under rubric v1.0, 44 to 40, across the Assessment and Sourcing cohorts. The 7 criteria split 3 to 2 in favour of Prevue HR, with 2 level: Prevue HR is ahead on Bias Audit Transparency and ZipRecruiter on Data Governance Disclosure. Bias Audit Transparency is both the widest raw gap and the heaviest weighted swing — Prevue HR 44, ZipRecruiter 24 — and at an 18% weight it carries 73% of the weighted advantage Prevue HR holds across the 3 criteria on that side of the table.
Vendor profile
Prevue HR
Prevue HR's psychometric platform tests candidates' aptitude, personality and motivations and compares the results with a custom role benchmark to produce a percentage Job Suitability score and Job-Fit report, alongside an optional applicant tracking system (APS Pro).
Vendor profile
ZipRecruiter
ZipRecruiter is an online employment marketplace whose AI matching engine sends employers' job postings out, alerts matched job seekers and invites them to apply, and labels and ranks applicants (for example as 'Great Match') in the employer's candidate dashboard.
§ The record
Prevue HR is filed under Assessment AI, ZipRecruiter under Candidate sourcing AI. They record no secondary category in common.
Both are in scope of NYC LL 144, EU AI Act, Colorado AI Act and Illinois HB 3773. Only Prevue HR is in scope of Mobley v. Workday.
| Record | Prevue HR | ZipRecruiter |
|---|---|---|
| Price tier | Mid | Mid |
| Headquarters | CA | US |
| Founded | 1994 | 2010 |
§ What decides it
The criteria that move the gap, heaviest swing first.
18% weight · 64% of the movement so far
Bias Audit Transparency
Prevue HR 44 · ZipRecruiter 24
3.6 weighted points to Prevue HR
20% weight · 82% of the movement so far
Article 11 Technical Documentation
Prevue HR 45 · ZipRecruiter 40
1.0 weighted points to Prevue HR
15% weight · 92% of the movement so far
Data Governance Disclosure
Prevue HR 48 · ZipRecruiter 52
0.6 weighted points to ZipRecruiter
8% weight · 98% of the movement so far
Customer Documentation
Prevue HR 58 · ZipRecruiter 54
0.3 weighted points to Prevue HR
12% weight · 100% of the movement so far
Human Oversight Design
Prevue HR 54 · ZipRecruiter 55
0.1 weighted points to ZipRecruiter
Weighted delta is the raw difference times the criterion weight, so the 5 figures above sum to +4.2 — the difference between the two totals before either is rounded. Shares are of 5.6 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads +4 beside that +4.2.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Prevue HR minus ZipRecruiter.
| Category | Weight | Prevue HR | ZipRecruiter | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 45 | 40 | +5 | +1.0 |
| Bias Audit Transparency | 18% | 44 | 24 | +20 | +3.6 |
| FRIA Support | 15% | 27 | 27 | - | - |
| Data Governance Disclosure | 15% | 48 | 52 | -4 | -0.6 |
| Human Oversight Design | 12% | 54 | 55 | -1 | -0.1 |
| Post-Market Monitoring | 12% | 40 | 40 | - | - |
| Customer Documentation | 8% | 58 | 54 | +4 | +0.3 |
| Total | 100% | 44 (F) | 40 (F) | +4 | +4.2 |
§ Evidence
Cited sources and documented absences, criterion by criterion.
An absence is a finding, not a blank: the reviewer looked for a named artefact and recorded that it is not located. Where a source sits is a fact about hosting only.
| Criterion | Weight | Prevue HR | ZipRecruiter | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 4 | 1 | Sources on the vendor's own domain | 5 | 1 | Sources on the vendor's own domainSources on a separate domain |
| Bias Audit Transparency | 18% | 3 | 1 | — | 3 | 1 | Sources on the vendor's own domainSources on a separate domain |
| FRIA Support | 15% | 2 | 1 | Sources on the vendor's own domainSources on a separate domain | 3 | 1 | Sources on the vendor's own domainSources on a separate domain |
| Data Governance Disclosure | 15% | 4 | 1 | Sources on the vendor's own domain | 4 | 0 | Sources on the vendor's own domainSources on a separate domain |
| Human Oversight Design | 12% | 6 | 0 | Sources on the vendor's own domain | 6 | 0 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 4 | 1 | Sources on the vendor's own domain | 3 | 1 | Sources on the vendor's own domain |
| Customer Documentation | 8% | 5 | 1 | Sources on the vendor's own domain | 4 | 1 | Sources on the vendor's own domain |
| All criteria | 100% | 28 | 6 | Sources on the vendor's own domainSources on a separate domain | 28 | 5 | Sources on the vendor's own domainSources on a separate domain |
Prevue HR has 34 evidence rows across 7 of 7 criteria — 28 with a source URL, 6 documented absences; ZipRecruiter has 33 evidence rows across 7 of 7 criteria — 28 with a source URL, 5 documented absences; some documentation or audit rows for Prevue HR and ZipRecruiter sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 67 evidence rows on file for these two vendors: 34 for Prevue HR, across 2 distinct source domains, and 33 for ZipRecruiter, across 6 distinct source domains.
- Rubric
- v1.0
- Prevue HR last reviewed
- September 25, 2026 · HireAIScore editorial team
- ZipRecruiter last reviewed
- September 25, 2026 · HireAIScore editorial team
HireAIScore scores are editorial research, not legal advice, and no vendor pays for placement, scoring or removal — see the methodology, conflicts policy and terms.
§ Where next